Clarifyd
UK • London / Remote • Data Science • ML • MLOps • LLMs
Data that ships.

We work with teams turn messy data into reliable analytics and ML products — and we teach your people to run them confidently.

Pragmatic delivery • Teaching-first • Built for handover
At a glance

From learning to delivery

Data literacyDelivery & analyticsApplied data scienceMultiple entry points • one living system

Two ways to work together

Pick the route that fits: upskill your team with hands-on training, or bring us in to deliver a measurable outcome.

Training & literacy

Training that sticks

Short, practical sessions with exercises drawn from your context — so people can apply it the next day.

  • Clear mental models (not jargon)
  • Reusable templates & notebooks
  • Confidence across mixed skill levels
Consultancy & delivery

Delivery that lasts

We build dependable pipelines, dashboards, and ML services — with documentation and handover, not mystery.

  • Scoped milestones & transparent progress
  • Production-ready engineering
  • Knowledge transfer baked in

Designed for real constraints

Most teams aren’t starting from a blank slate. We work with your tooling, governance, timelines, and stakeholders — and still get results.

Training

Training for busy teams

Sessions are modular, fast-paced, and focused on doing. We make room for beginners without boring advanced users.

  • Live exercises and review
  • Plain-English explanations
  • Follow-up notes & next steps
Consultancy

Delivery for production

Work is scoped around reliability, security, and maintainability — so internal teams can own it after we leave.

  • Versioned code & tests
  • Monitoring and runbooks
  • Clear ownership and handover
What you’ll get

A clear path from idea to dependable ML

Scroll through the lifecycle below. It’s the same framework we use to teach teams and to deliver work: build, validate, deploy, then improve with feedback.

MLOps cycle
Ingest
Streaming signals into a usable dataset.
Ingest
Clean
Train
Validate
Deploy
Monitor

Let’s talk

Talk through your goal

Send a short brief and we’ll reply with a clear recommendation and the next best step — even if that means pointing you elsewhere.

No forms required — email is fine.

Helpful details

To get a useful reply quickly, include:

  • Who this is for (team, cohort, audience)
  • Current skill level + constraints (time, tools, access)
  • Your goal (decision, dashboard, deployment, upskilling)
  • Ideal timeline